Adversarial Learning

Approximate Feature Collisions in Neural Nets NeurIPS 2019 ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 2019 Are Labels Required for Improving Adversarial Robustness? NeurIPS 2019 A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ACL 2019 AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks AAAI 2019 Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA ACL 2019 Balanced Self-Paced Learning for Generative Adversarial Clustering Network CVPR 2019 Barrage of Random Transforms for Adversarially Robust Defense CVPR 2019 Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks CVPR 2019 Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks CVPR 2019 Certified Adversarial Robustness for Deep Reinforcement Learning CoRL 2019 Certified Robustness to Adversarial Word Substitutions EMNLP 2019 CollaGAN: Collaborative GAN for Missing Image Data Imputation CVPR 2019 ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019 Conditional Adversarial Generative Flow for Controllable Image Synthesis CVPR 2019 Connecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks AAAI 2019 Constrained Generative Adversarial Networks for Interactive Image Generation CVPR 2019 Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval AAAI 2019 Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse AAAI 2019 Cross-Domain Visual Representations via Unsupervised Graph Alignment AAAI 2019 Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CoNLL 2019 Curls & Whey: Boosting Black-Box Adversarial Attacks CVPR 2019 Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization AAAI 2019 Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank AAAI 2019 Data Fine-Tuning AAAI 2019